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Valentin Barriere

I am currently working at the Cour de Cassation where we work on various aspects of legal texts using neural models like bidirectionnal language models and transformers.

 

During my PhD in the S2A (Signal, Statistics and Learning) and GRETA teams of Telecom ParisTech, I worked on the detection and analysis of opinion in oral interactions. I used probabilistic graphical models for opinion mining, using hybrid techniques recognizing linguistics patterns with Machine Learning methods in order to characterize an expression of opinion. I worked under the supervision of Chloé Clavel and Slim Essid.

NEWS

Where to find me

WACAI
Porquerolles, France
06.13.2018
ICASSP 2018
Calgary, Canada
04.15.2018
NoDaLiDa 2019
Turku, Finland
30.09.2019

RESEARCH INTERESTS

Natural Language Processing

Detect complex structures in text using statistical systems modeling semantics.

EDUCATION

2015 - 2019

Telecom ParisTech

PhD : Opinion analysis in speech interactions

Human Communication Analysis

Model the interactions between different modalities in order to detect communication phenomena

Opinion dynamics

Model the different phases of an opinion expressed in time

Representation Learning and Deep Learning

Learn and use useful representations from sequential models with different granularities

2010 - 2015

Ecole Nationale de l'Aviation Civile

Engineer degree : Aerospatial Telecommunications

2008 - 2010

Lycée Chaptal

MPSI - PSI*

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